Driven by a continuous process of research, dialogue, and reflection, and ultimately validated with the support of the FOODITY Innovators, a series of recommendations are proposed as a roadmap for building responsible, inclusive, and user-driven digital food systems, ensuring that data works for people, not the other way around. Recommendations for data based nutrition systems and data sharing practices Well-designed nutrition systems rely on accurate, user-centred data and transparent sharing practices. These recommendations outline how to build secure, accessible, and adaptable solutions that balance legal compliance, usability, and meaningful personalisation.